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followers: 3.0 following: 15.0 repos: 27.0 gists: 0.0

Name: Soumya Ranjan Das

Type: User

Company: Omdena

Bio: Machine Learning Engineer @ Omdena

Location: Durgapur, India

Blog: https://www.soumyardas.com

Hi there 👋

I am a data scientist with over a year of experience in data analytics and machine learning. My focus is on using statistical analysis and machine learning to address real-world and business challenges. I have worked on projects in healthcare, precision agriculture, climate, and credit risk modeling with Omdena.

Previously, I had over 8 years of research experience in computational physics. I hold a Master’s degree in Physics from IIT Delhi and have specialized in computational modeling of carbon-based 2D materials such as graphene and its heterostructures. Additionally, I have contributed to neutrino detector simulations at Fermilab's Deep Underground Neutrino Experiment (DUNE) to study neutrino-matter interactions.

I have authored seven research articles on computational materials modeling in reputed journals, presented at international conferences, and taught physics, mathematics, and coding to high school and undergraduate students. I enjoy solving complex problems and working in collaborative environments to support informed business decisions.

Feel free to connect with me at [email protected] or connect with me on LinkedIn.

🔭 I’m currently working on machine learning projects pertaining to credit risk modeling.
🌱 I’m currently learning deep learning and natural language processing.
👯 I’m looking to collaborate on data science projects.
📫 How to reach me: [email protected]
😄 Pronouns: He/Him

Soumya Ranjan Das's Projects

algotradingqfin-iitm

A 5-day workshop starting from April 25 2022 and covers topics from the basics of finance to coding a trading strategy in python. The goal of this workshop is to give the students hands-on experience in developing a trading strategy and deploying it live along with an introduction to quantitative research. We expect that after this workshop student

anand-moviecertifications

Scrape data on movie certifications from CBFC site by Anand

approachingalmost

Approaching (Almost) Any Machine Learning Problem

awesome-data-for-good

Curated list of resources about Data for Good, Data Science for Good, Data Science for Social Good, Data Science for Public Good, Data for Humanity.

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

awesome-public-datasets

A topic-centric list of HQ open datasets.

coms4995-s20

COMS W4995 Applied Machine Learning - Spring 20

data-engineering-zoomcamp

DataTalksClub Data Engineering course

data-science-interviews

Data science interview questions and answers

data-science-portfolio

Portfolio of data science projects completed by me for academic and learning purposes.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

diploma_data-science_iitm

Code Repository for IIT Madras Data Science Diploma Courses

dssg-berlin_datathon_web-tracking-analytics

Third project for the 2023 Datathon. It's a project with the non-profit organisation inclution which offers a diversity platform. To better understand the users’ interests and needs, we will analyze web tracking data.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

iitm_data-science_anand

Course Notes and Code Repository for IITM Data Science program by Anand

jaidev-linalg-numpy

Linear Algebra with Numpy- Jaidev Deshpande

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mlopstutorial

numpy-tutorial_avenumadhav

numpy pre-requisite course for Machine Learning (IITM)

project-of-the-week

Learn by doing: DIY project groups at DataTalks.Club

py

Repository to store sample python programs for python learning

pythontutorials

soumyardas

GitHub Profile README

soumyardas.github.io

My Personal Website

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

streamlit-heroku

Streamlit+Heroku for Credit Approval Prediction

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